Uncovering the structure of self-regulation through data-driven ontology discovery

IW Eisenberg, PG Bissett, A Zeynep Enkavi, J Li… - Nature …, 2019 - nature.com
Psychological sciences have identified a wealth of cognitive processes and behavioral
phenomena, yet struggle to produce cumulative knowledge. Progress is hamstrung by …

The fundamental importance of method to theory

R Dale, AS Warlaumont, KL Johnson - Nature Reviews Psychology, 2023 - nature.com
Many domains of inquiry in psychology are concerned with rich and complex phenomena. At
the same time, the field of psychology is grappling with how to improve research practices to …

[PDF][PDF] Social biases in word embeddings and their relation to human cognition

A Caliskan, M Lewis - 2020 - osf.io
WORD EMBEDDINGS AND HUMAN COGNITION 1 Social biases in word embeddings and
their relation to human cognition Aylin Caliskan1 and Page 1 WORD EMBEDDINGS AND …

The personality panorama: Conceptualizing personality through big behavioural data

RL Boyd, P Pasca, K Lanning - European Journal of …, 2020 - journals.sagepub.com
Personality psychology has long been grounded in data typologies, particularly in the
delineation of behavioural, life outcome, informant–report, and self–report sources of data …

Scaling up psychology via scientific regret minimization

M Agrawal, JC Peterson… - Proceedings of the …, 2020 - National Acad Sciences
Do large datasets provide value to psychologists? Without a systematic methodology for
working with such datasets, there is a valid concern that analyses will produce noise artifacts …

A framework proposal for machine learning-driven agent-based models through a case study analysis

Y Turgut, CE Bozdag - Simulation Modelling Practice and Theory, 2023 - Elsevier
Agent-based modeling (ABM) has been widely employed by researchers in various
domains. Developing valid and useful agent-based models (ABMs) imposes challenges on …

ALIGN: Analyzing linguistic interactions with generalizable techNiques—A Python library.

ND Duran, A Paxton, R Fusaroli - Psychological methods, 2019 - psycnet.apa.org
Linguistic alignment (LA) is the tendency during a conversation to reuse each other's
linguistic expressions, including lexical, conceptual, or syntactic structures. LA is often …

The Belmont Report in the age of big data: Ethics at the intersection of psychological science and data science.

A Paxton - 2020 - psycnet.apa.org
Psychological scientists today have an unprecedented opportunity to expand our field of
study into more natural arenas through capitalizing on big data and naturally occurring data …

Web scraping using R

A Bradley, RJE James - Advances in Methods and Practices …, 2019 - journals.sagepub.com
The ubiquitous use of the Internet in daily life means that there are now large reservoirs of
data that can provide fresh insights into human behavior. One of the key barriers preventing …

CANDA: Computer-assisted nonlinear dynamic approach for the L2 teaching in blended and distance learning

A Bahari - Interactive Learning Environments, 2023 - Taylor & Francis
Second language teaching approaches that were originally proposed for classroom context
are used for blended learning context as well as distance learning contexts regardless of …